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Khaled Mahmoud

Independent Consultant·Self Employed

United States

Doctorate, Computer Science

Work experience

Total years of experience: 4 years, 4 months

Independent Consultant

November 2024 - Present

Self Employed

New Mexico, United States •Remote

November 2024 - Present

Mercor.com: Improved AI models by providing feedback and evaluating agent correctness across diverse technical domains, including front-end development, back-end development, cloud computing, and software architecture.

Confidential Projects : Implemented AI guardrails and improved RAG accuracy by designing a chunking strategy that accounted for the structure of legal documents.

Company industry:: Law Firm
Job role:: Information Technology

Cloud Software Development Engineer

February 2022 - November 2024

Intel

Hillsboro, United States

February 2022 - November 2024

Responsibilities and Impact
Owned performance and platform engineering for Apache Spark and Generative AI workloads on Virtual and Bare-metal Clusters.
Built and configured Apache Spark + Hadoop clusters end-to-end (network, OS, and software), automating workloads with Python and Bash scripts, and integrating Spark metrics, CollectD, and Perfetto for performance analysis.
Automated execution and profiling of Generative AI workloads, collecting hardware performance counters via Intel emon and OS metrics, and developed a pipeline for end-to-end workload execution, data collection, and initial analysis.
Demonstrated 2× TPC-DS throughput by integrating Gluten + Velox into Apache Spark.

Company industry:: Computer Hardware & High-Tech Manufacture

Education

State University Of New York At Binghamton

November 2021